SOTAVerified

Object Detection

Papers

Showing 92769300 of 10957 papers

TitleStatusHype
Multimodal 3D Object Detection from Simulated PretrainingCode0
Training Object Detectors With Noisy Data0
Vision-based Robotic Grasping From Object Localization, Object Pose Estimation to Grasp Estimation for Parallel Grippers: A ReviewCode0
Utilizing Deep Learning Towards Multi-modal Bio-sensing and Vision-based Affective Computing0
Robust Real-time Pedestrian Detection in Aerial Imagery on Jetson TX20
Monocular Plan View Networks for Autonomous Driving0
Tracking in Urban Traffic Scenes from Background Subtraction and Object Detection0
Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection0
Monocular 3D Object Detection via Geometric Reasoning on Keypoints0
Cooper: Cooperative Perception for Connected Autonomous Vehicles based on 3D Point Clouds0
Object Detection in 20 Years: A SurveyCode0
Budgeted Training: Rethinking Deep Neural Network Training Under Resource ConstraintsCode0
Predictive Ensemble Learning with Application to Scene Text Detection0
Object Detection in Specific Traffic Scenes using YOLOv20
ROSA: Robust Salient Object Detection against Adversarial Attacks0
Learning Loss for Active LearningCode1
Deep Learning Acceleration Techniques for Real Time Mobile Vision Applications0
Enhancing Cross-task Transferability of Adversarial Examples with Dispersion ReductionCode0
Training a Fast Object Detector for LiDAR Range Images Using Labeled Data from Sensors with Higher Resolution0
Generalization ability of region proposal networks for multispectral person detection0
On Applying Machine Learning/Object Detection Models for Analysing Digitally Captured Physical Prototypes from Engineering Design Projects0
Image Matters: Scalable Detection of Offensive and Non-Compliant Content / Logo in Product Images0
Searching for MobileNetV3Code1
Simultaneous Object Detection and Semantic SegmentationCode1
CARAFE: Content-Aware ReAssembly of FEaturesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66Unverified
2InternImage-H (M3I Pre-training)box mAP65.5Unverified
3M3I Pre-training (InternImage-H)box mAP65.4Unverified
4MoCaEbox mAP65.1Unverified
5Co-DETR (Swin-L)box mAP64.8Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8Unverified
7EVAbox mAP64.7Unverified
8Group DETR v2box mAP64.5Unverified
9FocalNet-H (DINO)box mAP64.4Unverified
10InternImage-XLbox mAP64.3Unverified